Row
Dataset Information
Number of Row with given data is 1644
Number of Column with given data is 32
Total Count of missing data is 3944
Row
Preview of data set
top 5 data is below
EXMD_BZ_YYYY RN_INDI HME_YYYYMM Q_PHX_DX_STK Q_PHX_DX_HTDZ Q_PHX_DX_HTN Q_PHX_DX_DM Q_PHX_DX_DLD Q_PHX_DX_PTB Q_HBV_AG Q_SMK_YN
1 2009 562083 200909 0 0 1 0 0 NA 3 1
2 2009 334536 200911 0 0 0 0 0 NA 2 1
3 2009 911867 200903 0 0 0 0 0 NA 3 1
4 2009 183321 200908 NA NA NA NA NA NA 3 1
5 2009 942671 200909 NA NA NA NA NA NA 3 1
Q_DRK_FRQ_V09N HGHT WGHT WSTC BMI VA_LT VA_RT BP_SYS BP_DIA URN_PROT HGB FBS TOT_CHOL TG HDL LDL CRTN SGOT SGPT GGT GFR
1 0 144 61 90 29.4 0.7 0.8 120 80 1 12.6 117 264 128 60 179 0.9 25 20 25 59
2 0 162 51 63 19.4 0.8 1.0 120 80 1 13.8 96 169 92 70 80 0.9 18 15 28 74
3 0 163 65 82 24.5 0.7 0.6 130 80 1 15.0 118 216 132 55 134 0.8 26 30 30 79
4 0 152 51 70 22.1 0.8 0.9 101 62 1 13.1 90 199 100 65 114 0.9 18 14 11 61
5 0 159 50 73 19.8 0.7 0.8 132 78 1 13.0 92 162 58 40 111 0.9 24 23 15 49last 5 data is below
EXMD_BZ_YYYY RN_INDI HME_YYYYMM Q_PHX_DX_STK Q_PHX_DX_HTDZ Q_PHX_DX_HTN Q_PHX_DX_DM Q_PHX_DX_DLD Q_PHX_DX_PTB Q_HBV_AG Q_SMK_YN
1640 2015 266734 201504 NA NA NA NA NA NA 1 2
1641 2015 343874 201511 0 0 0 1 0 0 2 2
1642 2015 798472 201507 NA NA NA NA NA NA 3 2
1643 2015 720080 201505 NA NA NA NA 1 NA 2 2
1644 2015 127519 201511 0 0 1 0 0 0 3 2
Q_DRK_FRQ_V09N HGHT WGHT WSTC BMI VA_LT VA_RT BP_SYS BP_DIA URN_PROT HGB FBS TOT_CHOL TG HDL LDL CRTN SGOT SGPT GGT GFR
1640 2 171 76 88 26.0 1.2 1.2 125 89 1 14.1 77 363 280 63 244 0.9 19 32 95 96
1641 0 179 80 88 25.0 1.0 0.7 126 83 1 14.9 119 106 247 29 50 0.9 101 157 62 79
1642 0 163 63 80 23.7 1.5 1.5 118 77 1 16.1 160 271 514 51 151 1.0 40 66 104 85
1643 1 165 70 92 25.7 0.6 0.8 120 80 1 13.6 81 289 810 52 NA 1.0 37 33 76 86
1644 4 168 84 103 29.8 0.9 0.8 140 85 1 15.2 134 210 298 56 94 1.1 55 49 66 66Row
Missing Data
| variable | n_miss | pct_miss |
|---|---|---|
| Q_PHX_DX_PTB | 703 | 42.7615572 |
| Q_PHX_DX_STK | 573 | 34.8540146 |
| Q_PHX_DX_HTDZ | 566 | 34.4282238 |
| Q_PHX_DX_DLD | 566 | 34.4282238 |
| Q_PHX_DX_DM | 547 | 33.2725061 |
| Q_PHX_DX_HTN | 492 | 29.9270073 |
| GFR | 467 | 28.4063260 |
| LDL | 16 | 0.9732360 |
| Q_DRK_FRQ_V09N | 6 | 0.3649635 |
| URN_PROT | 4 | 0.2433090 |
| Q_HBV_AG | 2 | 0.1216545 |
| Q_SMK_YN | 2 | 0.1216545 |
Correlation
Row
Scatterplot
[1] “Number of Row Reduced to 1000”
Row
Column Attributes
| 1 Column name: | EXMD_BZ_YYYY |
|---|---|
| Unique non-mission value count: | 7 |
| Missing value count: | 0 |
| cat | n | com_freq | percent |
|---|---|---|---|
| 2009 | 214 | 214 | 13.01703 |
| 2010 | 236 | 450 | 14.35523 |
| 2011 | 223 | 673 | 13.56448 |
| 2012 | 234 | 907 | 14.23358 |
| 2013 | 243 | 1150 | 14.78102 |
| 2014 | 254 | 1404 | 15.45012 |
| 2015 | 240 | 1644 | 14.59854 |
| 2 Column name: | RN_INDI |
|---|---|
| Unique non-mission value count: | 547 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 2270 | 490782.2 | 487160 | 1010623 | 290056.7 |
| 3 Column name: | HME_YYYYMM |
|---|---|
| Unique non-mission value count: | 84 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 200901 | 201216.2 | 201210 | 201512 | 199.1095 |
| 4 Column name: | Q_PHX_DX_STK |
|---|---|
| Unique non-mission value count: | 2 |
| Missing value count: | 1 |
| cat | n | com_freq | percent |
|---|---|---|---|
| 0 | 1059 | 1059 | 64.416058 |
| 1 | 12 | 1071 | 0.729927 |
| NA | 573 | 1644 | 34.854015 |
| 5 Column name: | Q_PHX_DX_HTDZ |
|---|---|
| Unique non-mission value count: | 2 |
| Missing value count: | 1 |
| cat | n | com_freq | percent |
|---|---|---|---|
| 0 | 1052 | 1052 | 63.990268 |
| 1 | 26 | 1078 | 1.581508 |
| NA | 566 | 1644 | 34.428224 |
| 6 Column name: | Q_PHX_DX_HTN |
|---|---|
| Unique non-mission value count: | 2 |
| Missing value count: | 1 |
| cat | n | com_freq | percent |
|---|---|---|---|
| 0 | 864 | 864 | 52.55474 |
| 1 | 288 | 1152 | 17.51825 |
| NA | 492 | 1644 | 29.92701 |
| 7 Column name: | Q_PHX_DX_DM |
|---|---|
| Unique non-mission value count: | 2 |
| Missing value count: | 1 |
| cat | n | com_freq | percent |
|---|---|---|---|
| 0 | 1021 | 1021 | 62.104623 |
| 1 | 76 | 1097 | 4.622871 |
| NA | 547 | 1644 | 33.272506 |
| 8 Column name: | Q_PHX_DX_DLD |
|---|---|
| Unique non-mission value count: | 2 |
| Missing value count: | 1 |
| cat | n | com_freq | percent |
|---|---|---|---|
| 0 | 1035 | 1035 | 62.956204 |
| 1 | 43 | 1078 | 2.615572 |
| NA | 566 | 1644 | 34.428224 |
| 9 Column name: | Q_PHX_DX_PTB |
|---|---|
| Unique non-mission value count: | 2 |
| Missing value count: | 1 |
| cat | n | com_freq | percent |
|---|---|---|---|
| 0 | 915 | 915 | 55.656934 |
| 1 | 26 | 941 | 1.581508 |
| NA | 703 | 1644 | 42.761557 |
| 10 Column name: | Q_HBV_AG |
|---|---|
| Unique non-mission value count: | 3 |
| Missing value count: | 1 |
| cat | n | com_freq | percent |
|---|---|---|---|
| 1 | 77 | 77 | 4.6836983 |
| 2 | 1102 | 1179 | 67.0316302 |
| 3 | 463 | 1642 | 28.1630170 |
| NA | 2 | 1644 | 0.1216545 |
| 11 Column name: | Q_SMK_YN |
|---|---|
| Unique non-mission value count: | 3 |
| Missing value count: | 1 |
| cat | n | com_freq | percent |
|---|---|---|---|
| 1 | 995 | 995 | 60.5231144 |
| 2 | 256 | 1251 | 15.5717762 |
| 3 | 391 | 1642 | 23.7834550 |
| NA | 2 | 1644 | 0.1216545 |
| 12 Column name: | Q_DRK_FRQ_V09N |
|---|---|
| Unique non-mission value count: | 8 |
| Missing value count: | 1 |
| cat | n | com_freq | percent |
|---|---|---|---|
| 0 | 805 | 805 | 48.9659367 |
| 1 | 379 | 1184 | 23.0535280 |
| 2 | 249 | 1433 | 15.1459854 |
| 3 | 121 | 1554 | 7.3600973 |
| 4 | 28 | 1582 | 1.7031630 |
| 5 | 24 | 1606 | 1.4598540 |
| 6 | 15 | 1621 | 0.9124088 |
| 7 | 17 | 1638 | 1.0340633 |
| NA | 6 | 1644 | 0.3649635 |
| 13 Column name: | HGHT |
|---|---|
| Unique non-mission value count: | 51 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 134 | 164.5487 | 165 | 188 | 9.185884 |
| 14 Column name: | WGHT |
|---|---|
| Unique non-mission value count: | 81 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 31 | 65.09672 | 64 | 118 | 12.52964 |
| 15 Column name: | WSTC |
|---|---|
| Unique non-mission value count: | 57 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 57 | 80.68917 | 81 | 114 | 9.547019 |
| 16 Column name: | BMI |
|---|---|
| Unique non-mission value count: | 168 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 12.3 | 23.92257 | 23.7 | 37.2 | 3.378967 |
| 17 Column name: | VA_LT |
|---|---|
| Unique non-mission value count: | 16 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 0.1 | 0.9840024 | 1 | 9.9 | 0.5558351 |
| 18 Column name: | VA_RT |
|---|---|
| Unique non-mission value count: | 16 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 0.1 | 0.9791971 | 1 | 9.9 | 0.560936 |
| 19 Column name: | BP_SYS |
|---|---|
| Unique non-mission value count: | 87 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 81 | 122.2555 | 120 | 180 | 14.62929 |
| 20 Column name: | BP_DIA |
|---|---|
| Unique non-mission value count: | 62 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 49 | 76.59672 | 78 | 120 | 10.05631 |
| 21 Column name: | URN_PROT |
|---|---|
| Unique non-mission value count: | 5 |
| Missing value count: | 1 |
| cat | n | com_freq | percent |
|---|---|---|---|
| 1 | 1565 | 1565 | 95.1946472 |
| 2 | 38 | 1603 | 2.3114355 |
| 3 | 23 | 1626 | 1.3990268 |
| 4 | 12 | 1638 | 0.7299270 |
| 5 | 2 | 1640 | 0.1216545 |
| NA | 4 | 1644 | 0.2433090 |
| 22 Column name: | HGB |
|---|---|
| Unique non-mission value count: | 97 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 5.9 | 14.10572 | 14.1 | 18.3 | 1.691871 |
| 23 Column name: | FBS |
|---|---|
| Unique non-mission value count: | 106 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 61 | 97.22993 | 94 | 290 | 20.13323 |
| 24 Column name: | TOT_CHOL |
|---|---|
| Unique non-mission value count: | 189 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 68 | 194.9319 | 193 | 363 | 36.56853 |
| 25 Column name: | TG |
|---|---|
| Unique non-mission value count: | 332 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 13 | 134.9033 | 106 | 1210 | 104.7511 |
| 26 Column name: | HDL |
|---|---|
| Unique non-mission value count: | 83 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 23 | 55.90389 | 54 | 593 | 19.4672 |
| 27 Column name: | LDL |
|---|---|
| Unique non-mission value count: | 176 |
| Missing value count: | 1 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 19 | 118.688 | 112 | 8100 | 201.9903 |
| 28 Column name: | CRTN |
|---|---|
| Unique non-mission value count: | 30 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 0.4 | 0.9891119 | 0.9 | 16.5 | 1.01597 |
| 29 Column name: | SGOT |
|---|---|
| Unique non-mission value count: | 80 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 6 | 25.59793 | 23 | 459 | 16.17677 |
| 30 Column name: | SGPT |
|---|---|
| Unique non-mission value count: | 106 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 3 | 25.98297 | 20 | 779 | 27.17625 |
| 31 Column name: | GGT |
|---|---|
| Unique non-mission value count: | 151 |
| Missing value count: | 0 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 6 | 36.34002 | 24.5 | 408 | 36.42819 |
| 32 Column name: | GFR |
|---|---|
| Unique non-mission value count: | 120 |
| Missing value count: | 1 |
| Min | Mean | Median | Max | SD |
|---|---|---|---|---|
| 3 | 89.74172 | 87 | 196 | 21.70754 |